Case Studies

Selected engagements — published only where disclosure is allowed.

Client names and detailed metrics are shared under NDA or with written approval.

Pattern: Retail price monitoring

Daily multi-retailer price feed with SKU matching and exception report. Acceptance based on coverage threshold and field completeness.

Pattern: Directory enrichment

Firmographic enrichment with confidence scores and unmatched queue for analyst review.

Pattern: PR monitoring

Weekly mention digest with narrative highlights for a product launch window.

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